Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 736282 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 146.1 MiB |
| Average record size in memory | 208.0 B |
Variable types
| DateTime | 2 |
|---|---|
| Numeric | 24 |
% Iron Concentrate is highly overall correlated with % Silica Concentrate | High correlation |
% Iron Feed is highly overall correlated with % Silica Feed | High correlation |
% Silica Concentrate is highly overall correlated with % Iron Concentrate | High correlation |
% Silica Feed is highly overall correlated with % Iron Feed | High correlation |
Amina Flow is highly overall correlated with Ore Pulp Density | High correlation |
Flotation Column 01 Air Flow is highly overall correlated with Flotation Column 02 Air Flow and 2 other fields | High correlation |
Flotation Column 01 Level is highly overall correlated with Flotation Column 02 Level and 1 other fields | High correlation |
Flotation Column 02 Air Flow is highly overall correlated with Flotation Column 01 Air Flow and 1 other fields | High correlation |
Flotation Column 02 Level is highly overall correlated with Flotation Column 01 Level and 1 other fields | High correlation |
Flotation Column 03 Air Flow is highly overall correlated with Flotation Column 01 Air Flow and 2 other fields | High correlation |
Flotation Column 03 Level is highly overall correlated with Flotation Column 01 Level and 1 other fields | High correlation |
Flotation Column 04 Level is highly overall correlated with Flotation Column 05 Level and 2 other fields | High correlation |
Flotation Column 05 Level is highly overall correlated with Flotation Column 04 Level and 2 other fields | High correlation |
Flotation Column 06 Air Flow is highly overall correlated with Flotation Column 01 Air Flow and 2 other fields | High correlation |
Flotation Column 06 Level is highly overall correlated with Flotation Column 04 Level and 2 other fields | High correlation |
Flotation Column 07 Air Flow is highly overall correlated with Flotation Column 06 Air Flow | High correlation |
Flotation Column 07 Level is highly overall correlated with Flotation Column 04 Level and 2 other fields | High correlation |
Ore Pulp Density is highly overall correlated with Amina Flow | High correlation |
original_order is highly overall correlated with Flotation Column 03 Air Flow and 1 other fields | High correlation |
original_order has unique values | Unique |
date_corrigida has unique values | Unique |
Reproduction
| Analysis started | 2026-01-29 03:23:58.251238 |
|---|---|
| Analysis finished | 2026-01-29 03:25:26.578235 |
| Duration | 1 minute and 28.33 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
date
Date
| Distinct | 4097 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 MiB |
| Minimum | 2017-03-10 01:00:00 |
|---|---|
| Maximum | 2017-09-09 23:00:00 |
% Iron Feed
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 278 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.298307 |
| Minimum | 42.74 |
|---|---|
| Maximum | 65.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 42.74 |
|---|---|
| 5-th percentile | 48.21 |
| Q1 | 52.67 |
| median | 56.08 |
| Q3 | 59.72 |
| 95-th percentile | 64.03 |
| Maximum | 65.78 |
| Range | 23.04 |
| Interquartile range (IQR) | 7.05 |
Descriptive statistics
| Standard deviation | 5.1603652 |
|---|---|
| Coefficient of variation (CV) | 0.091661108 |
| Kurtosis | -0.74401231 |
| Mean | 56.298307 |
| Median Absolute Deviation (MAD) | 3.47 |
| Skewness | -0.0011961446 |
| Sum | 41451430 |
| Variance | 26.629369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64.03 | 142555 | 19.4% |
| 57.46 | 45863 | 6.2% |
| 48.81 | 34560 | 4.7% |
| 52.61 | 14580 | 2.0% |
| 55.17 | 12960 | 1.8% |
| 56.65 | 9720 | 1.3% |
| 59.72 | 8640 | 1.2% |
| 55.53 | 7020 | 1.0% |
| 51.34 | 5940 | 0.8% |
| 55.99 | 4860 | 0.7% |
| Other values (268) | 449584 |
| Value | Count | Frequency (%) |
| 42.74 | 1620 | |
| 43.37 | 1080 | 0.1% |
| 44.7 | 1620 | |
| 44.9 | 1620 | |
| 45.38 | 2700 | |
| 45.6 | 2700 | |
| 45.71 | 1080 | 0.1% |
| 46.19 | 1620 | |
| 46.21 | 1620 | |
| 46.4 | 1620 |
| Value | Count | Frequency (%) |
| 65.78 | 1080 | 0.1% |
| 64.48 | 1620 | 0.2% |
| 64.46 | 1080 | 0.1% |
| 64.03 | 142555 | |
| 63.64 | 1620 | 0.2% |
| 62.79 | 1080 | 0.1% |
| 62.51 | 1620 | 0.2% |
| 61.38 | 1620 | 0.2% |
| 61.32 | 1620 | 0.2% |
| 61.11 | 1620 | 0.2% |
% Silica Feed
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 293 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.648984 |
| Minimum | 1.31 |
|---|---|
| Maximum | 33.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1.31 |
|---|---|
| 5-th percentile | 6.26 |
| Q1 | 8.94 |
| median | 13.85 |
| Q3 | 19.6 |
| 95-th percentile | 26.83 |
| Maximum | 33.4 |
| Range | 32.09 |
| Interquartile range (IQR) | 10.66 |
Descriptive statistics
| Standard deviation | 6.8107413 |
|---|---|
| Coefficient of variation (CV) | 0.46492927 |
| Kurtosis | -0.7349952 |
| Mean | 14.648984 |
| Median Absolute Deviation (MAD) | 5.26 |
| Skewness | 0.44028611 |
| Sum | 10785783 |
| Variance | 46.386197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.26 | 142555 | 19.4% |
| 10.8 | 45863 | 6.2% |
| 25.31 | 34560 | 4.7% |
| 20.24 | 14580 | 2.0% |
| 14.35 | 12960 | 1.8% |
| 13.32 | 8640 | 1.2% |
| 14.83 | 8640 | 1.2% |
| 9.22 | 8640 | 1.2% |
| 23.16 | 5940 | 0.8% |
| 14.93 | 4860 | 0.7% |
| Other values (283) | 449044 |
| Value | Count | Frequency (%) |
| 1.31 | 1080 | 0.1% |
| 2.77 | 1080 | 0.1% |
| 3.77 | 1620 | 0.2% |
| 3.85 | 1620 | 0.2% |
| 4.2 | 1080 | 0.1% |
| 6.08 | 1620 | 0.2% |
| 6.26 | 142555 | |
| 6.65 | 1620 | 0.2% |
| 6.85 | 1620 | 0.2% |
| 6.92 | 1620 | 0.2% |
| Value | Count | Frequency (%) |
| 33.4 | 1620 | |
| 32.23 | 1080 | 0.1% |
| 30.9 | 2700 | |
| 30.37 | 1620 | |
| 30.14 | 1620 | |
| 30.12 | 1620 | |
| 29.92 | 2700 | |
| 29.19 | 1620 | |
| 29.15 | 1080 | 0.1% |
| 28.92 | 1620 |
Starch Flow
Real number (ℝ)
| Distinct | 409317 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2869.6366 |
| Minimum | 0.00202596 |
|---|---|
| Maximum | 6300.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0.00202596 |
|---|---|
| 5-th percentile | 606.13751 |
| Q1 | 2075.07 |
| median | 3020.23 |
| Q3 | 3728.93 |
| 95-th percentile | 4699.729 |
| Maximum | 6300.23 |
| Range | 6300.228 |
| Interquartile range (IQR) | 1653.86 |
Descriptive statistics
| Standard deviation | 1216.0179 |
|---|---|
| Coefficient of variation (CV) | 0.42375327 |
| Kurtosis | -0.32940444 |
| Mean | 2869.6366 |
| Median Absolute Deviation (MAD) | 829.795 |
| Skewness | -0.24363285 |
| Sum | 2.1128618 × 109 |
| Variance | 1478699.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1835.94 | 280 | < 0.1% |
| 5091.8 | 205 | < 0.1% |
| 1888.67 | 159 | < 0.1% |
| 3054.69 | 129 | < 0.1% |
| 3560.55 | 77 | < 0.1% |
| 3328.13 | 75 | < 0.1% |
| 3283.2 | 72 | < 0.1% |
| 3511.72 | 71 | < 0.1% |
| 3404.3 | 71 | < 0.1% |
| 3519.53 | 70 | < 0.1% |
| Other values (409307) | 735073 |
| Value | Count | Frequency (%) |
| 0.00202596 | 1 | |
| 0.00661397 | 1 | |
| 0.00765623 | 1 | |
| 0.00888006 | 1 | |
| 0.0132302 | 1 | |
| 0.0161867 | 1 | |
| 0.0178231 | 1 | |
| 0.0183458 | 1 | |
| 0.0249221 | 1 | |
| 0.0262289 | 1 |
| Value | Count | Frequency (%) |
| 6300.23 | 1 | |
| 6299.88 | 1 | |
| 6299.46 | 1 | |
| 6297.1 | 1 | |
| 6297.08 | 1 | |
| 6295.69 | 1 | |
| 6295.34 | 1 | |
| 6295.130657 | 1 | |
| 6294.94 | 1 | |
| 6294.760235 | 1 |
Amina Flow
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 319416 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 488.16552 |
| Minimum | 241.669 |
|---|---|
| Maximum | 739.538 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 241.669 |
|---|---|
| 5-th percentile | 307.0402 |
| Q1 | 431.83585 |
| median | 504.3525 |
| Q3 | 553.33575 |
| 95-th percentile | 609.271 |
| Maximum | 739.538 |
| Range | 497.869 |
| Interquartile range (IQR) | 121.4999 |
Descriptive statistics
| Standard deviation | 91.254428 |
|---|---|
| Coefficient of variation (CV) | 0.18693337 |
| Kurtosis | 0.079743378 |
| Mean | 488.16552 |
| Median Absolute Deviation (MAD) | 57.606 |
| Skewness | -0.56870141 |
| Sum | 3.5942749 × 108 |
| Variance | 8327.3706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 513.306 | 488 | 0.1% |
| 530.396 | 324 | < 0.1% |
| 537.109 | 305 | < 0.1% |
| 518.188 | 301 | < 0.1% |
| 534.668 | 295 | < 0.1% |
| 548.706 | 295 | < 0.1% |
| 524.902 | 292 | < 0.1% |
| 535.889 | 290 | < 0.1% |
| 542.603 | 284 | < 0.1% |
| 551.758 | 284 | < 0.1% |
| Other values (319406) | 733124 |
| Value | Count | Frequency (%) |
| 241.669 | 1 | < 0.1% |
| 241.688 | 1 | < 0.1% |
| 241.694 | 1 | < 0.1% |
| 241.699 | 3 | |
| 241.6992105 | 1 | < 0.1% |
| 241.6994211 | 1 | < 0.1% |
| 241.6996316 | 1 | < 0.1% |
| 241.6998421 | 1 | < 0.1% |
| 241.7000526 | 1 | < 0.1% |
| 241.7002632 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 739.538 | 1 | |
| 739.504 | 1 | |
| 739.489 | 1 | |
| 739.457 | 1 | |
| 739.455 | 1 | |
| 739.446 | 1 | |
| 739.422 | 1 | |
| 739.418 | 1 | |
| 739.4122 | 1 | |
| 739.401 | 1 |
Ore Pulp Flow
Real number (ℝ)
| Distinct | 180189 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 397.57074 |
| Minimum | 376.249 |
|---|---|
| Maximum | 418.641 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 376.249 |
|---|---|
| 5-th percentile | 378.521 |
| Q1 | 394.248 |
| median | 399.238 |
| Q3 | 402.967 |
| 95-th percentile | 413.94456 |
| Maximum | 418.641 |
| Range | 42.392 |
| Interquartile range (IQR) | 8.719 |
Descriptive statistics
| Standard deviation | 9.7054436 |
|---|---|
| Coefficient of variation (CV) | 0.024411866 |
| Kurtosis | -0.047626252 |
| Mean | 397.57074 |
| Median Absolute Deviation (MAD) | 4.1860229 |
| Skewness | -0.46875428 |
| Sum | 2.9272418 × 108 |
| Variance | 94.195636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 401.074 | 1476 | 0.2% |
| 399.902 | 1381 | 0.2% |
| 399.316 | 1307 | 0.2% |
| 398.438 | 1306 | 0.2% |
| 400.488 | 1290 | 0.2% |
| 399.023 | 1222 | 0.2% |
| 401.66 | 1179 | 0.2% |
| 397.852 | 1125 | 0.2% |
| 397.266 | 1065 | 0.1% |
| 402.246 | 1061 | 0.1% |
| Other values (180179) | 723870 |
| Value | Count | Frequency (%) |
| 376.249 | 3 | |
| 376.25 | 6 | |
| 376.251 | 4 | |
| 376.252 | 2 | < 0.1% |
| 376.253 | 3 | |
| 376.254 | 6 | |
| 376.255 | 4 | |
| 376.256 | 3 | |
| 376.257 | 2 | < 0.1% |
| 376.258 | 6 |
| Value | Count | Frequency (%) |
| 418.641 | 2 | |
| 418.64 | 3 | |
| 418.639 | 2 | |
| 418.638 | 2 | |
| 418.637 | 1 | < 0.1% |
| 418.636 | 1 | < 0.1% |
| 418.634 | 1 | < 0.1% |
| 418.633 | 3 | |
| 418.632 | 3 | |
| 418.631 | 1 | < 0.1% |
Ore Pulp pH
Real number (ℝ)
| Distinct | 131143 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.767315 |
| Minimum | 8.75334 |
|---|---|
| Maximum | 10.8081 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 8.75334 |
|---|---|
| 5-th percentile | 9.0329305 |
| Q1 | 9.52705 |
| median | 9.79746 |
| Q3 | 10.0378 |
| 95-th percentile | 10.352 |
| Maximum | 10.8081 |
| Range | 2.05476 |
| Interquartile range (IQR) | 0.51075 |
Descriptive statistics
| Standard deviation | 0.38717575 |
|---|---|
| Coefficient of variation (CV) | 0.039639937 |
| Kurtosis | 0.017584484 |
| Mean | 9.767315 |
| Median Absolute Deviation (MAD) | 0.25454 |
| Skewness | -0.34908604 |
| Sum | 7191498.2 |
| Variance | 0.14990506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.0591 | 1509 | 0.2% |
| 10.124 | 1042 | 0.1% |
| 9.17383 | 472 | 0.1% |
| 9.50879 | 401 | 0.1% |
| 9.74805 | 329 | < 0.1% |
| 10.2778 | 288 | < 0.1% |
| 9.93945 | 267 | < 0.1% |
| 10.0044 | 249 | < 0.1% |
| 10.0112 | 243 | < 0.1% |
| 10.0728 | 240 | < 0.1% |
| Other values (131133) | 731242 |
| Value | Count | Frequency (%) |
| 8.75334 | 1 | |
| 8.75337 | 1 | |
| 8.753370162 | 1 | |
| 8.753370324 | 1 | |
| 8.753370486 | 1 | |
| 8.753370648 | 1 | |
| 8.753370809 | 1 | |
| 8.753370971 | 1 | |
| 8.753371133 | 1 | |
| 8.753371295 | 1 |
| Value | Count | Frequency (%) |
| 10.8081 | 2 | |
| 10.8080625 | 1 | |
| 10.80804615 | 1 | |
| 10.808025 | 1 | |
| 10.80799231 | 1 | |
| 10.8079875 | 1 | |
| 10.80795 | 1 | |
| 10.80793846 | 1 | |
| 10.8079125 | 1 | |
| 10.80788462 | 1 |
Ore Pulp Density
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 105805 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6804239 |
| Minimum | 1.51982 |
|---|---|
| Maximum | 1.85325 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1.51982 |
|---|---|
| 5-th percentile | 1.5223066 |
| Q1 | 1.64739 |
| median | 1.69758 |
| Q3 | 1.72838 |
| 95-th percentile | 1.76778 |
| Maximum | 1.85325 |
| Range | 0.33343 |
| Interquartile range (IQR) | 0.08099 |
Descriptive statistics
| Standard deviation | 0.069205761 |
|---|---|
| Coefficient of variation (CV) | 0.041183513 |
| Kurtosis | 0.05631052 |
| Mean | 1.6804239 |
| Median Absolute Deviation (MAD) | 0.03734 |
| Skewness | -0.87469695 |
| Sum | 1237265.9 |
| Variance | 0.0047894373 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.75 | 3214 | 0.4% |
| 1.76 | 2351 | 0.3% |
| 1.74 | 1773 | 0.2% |
| 1.77 | 1377 | 0.2% |
| 1.78 | 764 | 0.1% |
| 1.73 | 681 | 0.1% |
| 1.72 | 649 | 0.1% |
| 1.71777 | 533 | 0.1% |
| 1.7 | 369 | 0.1% |
| 1.67712 | 240 | < 0.1% |
| Other values (105795) | 724331 |
| Value | Count | Frequency (%) |
| 1.51982 | 1 | < 0.1% |
| 1.51982304 | 1 | < 0.1% |
| 1.51982608 | 1 | < 0.1% |
| 1.51982912 | 1 | < 0.1% |
| 1.51983 | 6 | |
| 1.519830151 | 1 | < 0.1% |
| 1.519830303 | 1 | < 0.1% |
| 1.519830455 | 1 | < 0.1% |
| 1.519830606 | 1 | < 0.1% |
| 1.519830758 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.85325 | 1 | |
| 1.853239286 | 1 | |
| 1.853228571 | 1 | |
| 1.853217857 | 1 | |
| 1.853207143 | 1 | |
| 1.853196429 | 1 | |
| 1.853185714 | 1 | |
| 1.853175 | 1 | |
| 1.853164286 | 1 | |
| 1.853153571 | 1 |
Flotation Column 01 Air Flow
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 43675 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 280.11981 |
| Minimum | 175.51 |
|---|---|
| Maximum | 373.871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 175.51 |
|---|---|
| 5-th percentile | 237.8972 |
| Q1 | 250.278 |
| median | 299.341 |
| Q3 | 300.147 |
| 95-th percentile | 301.449 |
| Maximum | 373.871 |
| Range | 198.361 |
| Interquartile range (IQR) | 49.869 |
Descriptive statistics
| Standard deviation | 29.633831 |
|---|---|
| Coefficient of variation (CV) | 0.10578984 |
| Kurtosis | 1.1363683 |
| Mean | 280.11981 |
| Median Absolute Deviation (MAD) | 1.383 |
| Skewness | -1.2977765 |
| Sum | 2.0624718 × 108 |
| Variance | 878.16394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 299.927 | 13678 | 1.9% |
| 299.487 | 10809 | 1.5% |
| 300.366 | 10604 | 1.4% |
| 249.829 | 8718 | 1.2% |
| 250.269 | 8694 | 1.2% |
| 299.268 | 6317 | 0.9% |
| 300.806 | 4928 | 0.7% |
| 250.488 | 4705 | 0.6% |
| 299.707 | 3976 | 0.5% |
| 300.146 | 3672 | 0.5% |
| Other values (43665) | 660181 |
| Value | Count | Frequency (%) |
| 175.51 | 1 | |
| 175.558 | 1 | |
| 175.619 | 1 | |
| 175.6663333 | 1 | |
| 175.698 | 1 | |
| 175.752 | 1 | |
| 175.7521076 | 1 | |
| 175.7746667 | 1 | |
| 175.781 | 1 | |
| 175.7814225 | 1 |
| Value | Count | Frequency (%) |
| 373.871 | 1 | |
| 373.549 | 1 | |
| 372.684 | 1 | |
| 372.4426369 | 1 | |
| 372.3875882 | 1 | |
| 371.751024 | 1 | |
| 371.3362737 | 1 | |
| 370.9041765 | 1 | |
| 370.8180479 | 1 | |
| 370.58 | 1 |
Flotation Column 02 Air Flow
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 80442 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 277.12125 |
| Minimum | 175.156 |
|---|---|
| Maximum | 375.992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 175.156 |
|---|---|
| 5-th percentile | 222.09815 |
| Q1 | 250.448 |
| median | 296.202 |
| Q3 | 300.686 |
| 95-th percentile | 305.269 |
| Maximum | 375.992 |
| Range | 200.836 |
| Interquartile range (IQR) | 50.238 |
Descriptive statistics
| Standard deviation | 30.157126 |
|---|---|
| Coefficient of variation (CV) | 0.10882286 |
| Kurtosis | 0.10205492 |
| Mean | 277.12125 |
| Median Absolute Deviation (MAD) | 7.669 |
| Skewness | -0.88044843 |
| Sum | 2.0403939 × 108 |
| Variance | 909.45223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255.322 | 1487 | 0.2% |
| 250.488 | 751 | 0.1% |
| 250.269 | 732 | 0.1% |
| 300.366 | 707 | 0.1% |
| 250.928 | 695 | 0.1% |
| 298.828 | 688 | 0.1% |
| 298.389 | 685 | 0.1% |
| 299.487 | 683 | 0.1% |
| 301.245 | 678 | 0.1% |
| 299.927 | 677 | 0.1% |
| Other values (80432) | 728499 |
| Value | Count | Frequency (%) |
| 175.156 | 1 | |
| 175.263 | 1 | |
| 175.59 | 1 | |
| 175.655 | 1 | |
| 175.824 | 1 | |
| 175.886 | 1 | |
| 175.899 | 1 | |
| 175.923177 | 1 | |
| 175.947354 | 1 | |
| 175.971531 | 1 |
| Value | Count | Frequency (%) |
| 375.992 | 1 | |
| 375.965 | 1 | |
| 375.776 | 1 | |
| 375.654 | 1 | |
| 375.653 | 1 | |
| 375.49 | 1 | |
| 375.391 | 1 | |
| 375.349 | 1 | |
| 375.335 | 1 | |
| 375.3 | 1 |
Flotation Column 03 Air Flow
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 40630 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.05254 |
| Minimum | 176.469 |
|---|---|
| Maximum | 364.346 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 176.469 |
|---|---|
| 5-th percentile | 246.81705 |
| Q1 | 250.847 |
| median | 298.69 |
| Q3 | 300.385 |
| 95-th percentile | 302.328 |
| Maximum | 364.346 |
| Range | 187.877 |
| Interquartile range (IQR) | 49.538 |
Descriptive statistics
| Standard deviation | 28.571077 |
|---|---|
| Coefficient of variation (CV) | 0.10165742 |
| Kurtosis | 0.69307096 |
| Mean | 281.05254 |
| Median Absolute Deviation (MAD) | 2.571 |
| Skewness | -1.2397099 |
| Sum | 2.0693392 × 108 |
| Variance | 816.30644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 298.828 | 5667 | 0.8% |
| 298.389 | 5629 | 0.8% |
| 249.39 | 5225 | 0.7% |
| 299.268 | 4961 | 0.7% |
| 248.95 | 4929 | 0.7% |
| 299.487 | 4567 | 0.6% |
| 297.949 | 4308 | 0.6% |
| 302.124 | 3917 | 0.5% |
| 299.927 | 3811 | 0.5% |
| 301.685 | 3617 | 0.5% |
| Other values (40620) | 689651 |
| Value | Count | Frequency (%) |
| 176.469 | 1 | |
| 176.4719172 | 1 | |
| 176.4748343 | 1 | |
| 176.4777515 | 1 | |
| 176.4806686 | 1 | |
| 176.4835858 | 1 | |
| 176.4865029 | 1 | |
| 176.4894201 | 1 | |
| 176.4923373 | 1 | |
| 176.4952544 | 1 |
| Value | Count | Frequency (%) |
| 364.346 | 1 | |
| 363.122 | 1 | |
| 362.0642117 | 1 | |
| 361.0064234 | 1 | |
| 360.586 | 1 | |
| 359.948635 | 1 | |
| 358.8908467 | 1 | |
| 357.8330584 | 1 | |
| 356.7752701 | 1 | |
| 355.7174818 | 1 |
Flotation Column 04 Air Flow
Real number (ℝ)
| Distinct | 196006 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 299.44622 |
| Minimum | 292.195 |
|---|---|
| Maximum | 305.871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 292.195 |
|---|---|
| 5-th percentile | 295.096 |
| Q1 | 298.257 |
| median | 299.804 |
| Q3 | 300.635 |
| 95-th percentile | 304.4109 |
| Maximum | 305.871 |
| Range | 13.676 |
| Interquartile range (IQR) | 2.378 |
Descriptive statistics
| Standard deviation | 2.5738052 |
|---|---|
| Coefficient of variation (CV) | 0.0085952171 |
| Kurtosis | -0.012541338 |
| Mean | 299.44622 |
| Median Absolute Deviation (MAD) | 1.048 |
| Skewness | -0.048725677 |
| Sum | 2.2047686 × 108 |
| Variance | 6.6244734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 295.096 | 82828 | 11.2% |
| 299.927 | 14732 | 2.0% |
| 300.366 | 10206 | 1.4% |
| 300.806 | 6445 | 0.9% |
| 299.487 | 5489 | 0.7% |
| 300.146 | 3975 | 0.5% |
| 299.707 | 3373 | 0.5% |
| 301.245 | 3053 | 0.4% |
| 299.268 | 2885 | 0.4% |
| 300.586 | 2594 | 0.4% |
| Other values (195996) | 600702 |
| Value | Count | Frequency (%) |
| 292.195 | 1 | |
| 292.218 | 1 | |
| 292.228 | 1 | |
| 292.236 | 2 | |
| 292.362 | 1 | |
| 292.38 | 1 | |
| 292.456 | 2 | |
| 292.489 | 1 | |
| 292.533 | 1 | |
| 292.595 | 1 |
| Value | Count | Frequency (%) |
| 305.871 | 1 | |
| 305.868 | 1 | |
| 305.864 | 1 | |
| 305.859 | 2 | |
| 305.85875 | 1 | |
| 305.8572857 | 1 | |
| 305.8535 | 1 | |
| 305.84825 | 1 | |
| 305.844 | 1 | |
| 305.8435714 | 1 |
Flotation Column 05 Air Flow
Real number (ℝ)
| Distinct | 194711 |
|---|---|
| Distinct (%) | 26.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 299.91481 |
| Minimum | 286.295 |
|---|---|
| Maximum | 310.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 286.295 |
|---|---|
| 5-th percentile | 293.45143 |
| Q1 | 298.069 |
| median | 299.886 |
| Q3 | 301.785 |
| 95-th percentile | 306.4 |
| Maximum | 310.27 |
| Range | 23.975 |
| Interquartile range (IQR) | 3.716 |
Descriptive statistics
| Standard deviation | 3.6370205 |
|---|---|
| Coefficient of variation (CV) | 0.012126845 |
| Kurtosis | 0.70182763 |
| Mean | 299.91481 |
| Median Absolute Deviation (MAD) | 1.854 |
| Skewness | -0.29635561 |
| Sum | 2.2082188 × 108 |
| Variance | 13.227918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 306.4 | 82831 | 11.2% |
| 299.927 | 5117 | 0.7% |
| 299.487 | 2935 | 0.4% |
| 300.366 | 2454 | 0.3% |
| 298.389 | 1981 | 0.3% |
| 299.268 | 1881 | 0.3% |
| 297.51 | 1719 | 0.2% |
| 298.828 | 1692 | 0.2% |
| 297.949 | 1646 | 0.2% |
| 300.806 | 1603 | 0.2% |
| Other values (194701) | 632423 |
| Value | Count | Frequency (%) |
| 286.295 | 1 | |
| 286.369 | 1 | |
| 286.541087 | 1 | |
| 286.7131739 | 1 | |
| 286.747 | 1 | |
| 286.8852609 | 1 | |
| 286.963 | 1 | |
| 286.9638693 | 1 | |
| 286.9647385 | 1 | |
| 286.9656078 | 1 |
| Value | Count | Frequency (%) |
| 310.27 | 1 | |
| 310.123 | 1 | |
| 310.117 | 1 | |
| 310.073 | 1 | |
| 310.066 | 1 | |
| 309.944913 | 1 | |
| 309.919 | 1 | |
| 309.871 | 1 | |
| 309.8238545 | 1 | |
| 309.814 | 2 |
Flotation Column 06 Air Flow
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 90548 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 292.06574 |
| Minimum | 189.928 |
|---|---|
| Maximum | 370.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 189.928 |
|---|---|
| 5-th percentile | 248.834 |
| Q1 | 260.29975 |
| median | 299.486 |
| Q3 | 303.077 |
| 95-th percentile | 349.78795 |
| Maximum | 370.91 |
| Range | 180.982 |
| Interquartile range (IQR) | 42.77725 |
Descriptive statistics
| Standard deviation | 30.241329 |
|---|---|
| Coefficient of variation (CV) | 0.10354288 |
| Kurtosis | 0.27255015 |
| Mean | 292.06574 |
| Median Absolute Deviation (MAD) | 6.095 |
| Skewness | -0.11491106 |
| Sum | 2.1504275 × 108 |
| Variance | 914.53801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 299.927 | 13761 | 1.9% |
| 250.269 | 9465 | 1.3% |
| 249.829 | 7411 | 1.0% |
| 300.366 | 4327 | 0.6% |
| 250.049 | 3742 | 0.5% |
| 299.487 | 3368 | 0.5% |
| 250.488 | 3197 | 0.4% |
| 300.146 | 2923 | 0.4% |
| 299.707 | 2374 | 0.3% |
| 299.268 | 1486 | 0.2% |
| Other values (90538) | 684228 |
| Value | Count | Frequency (%) |
| 189.928 | 1 | |
| 190.146 | 1 | |
| 190.219 | 1 | |
| 190.502 | 1 | |
| 190.536 | 1 | |
| 190.582 | 1 | |
| 190.711 | 1 | |
| 190.718 | 1 | |
| 190.747 | 1 | |
| 190.891 | 1 |
| Value | Count | Frequency (%) |
| 370.91 | 1 | |
| 370.909 | 2 | |
| 370.908 | 1 | |
| 370.903 | 1 | |
| 370.899 | 1 | |
| 370.898 | 2 | |
| 370.893 | 1 | |
| 370.892 | 1 | |
| 370.887 | 1 | |
| 370.882 | 1 |
Flotation Column 07 Air Flow
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 86819 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 290.74051 |
| Minimum | 185.962 |
|---|---|
| Maximum | 371.593 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 185.962 |
|---|---|
| 5-th percentile | 248.522 |
| Q1 | 256.04775 |
| median | 299.002 |
| Q3 | 301.907 |
| 95-th percentile | 348.926 |
| Maximum | 371.593 |
| Range | 185.631 |
| Interquartile range (IQR) | 45.85925 |
Descriptive statistics
| Standard deviation | 28.69052 |
|---|---|
| Coefficient of variation (CV) | 0.098680847 |
| Kurtosis | 0.22062896 |
| Mean | 290.74051 |
| Median Absolute Deviation (MAD) | 4.488 |
| Skewness | -0.20712283 |
| Sum | 2.14067 × 108 |
| Variance | 823.14591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 299.487 | 3405 | 0.5% |
| 299.927 | 3393 | 0.5% |
| 249.829 | 3248 | 0.4% |
| 299.268 | 3034 | 0.4% |
| 250.269 | 2945 | 0.4% |
| 298.828 | 2451 | 0.3% |
| 348.926 | 2061 | 0.3% |
| 298.389 | 1923 | 0.3% |
| 249.39 | 1912 | 0.3% |
| 300.366 | 1654 | 0.2% |
| Other values (86809) | 710256 |
| Value | Count | Frequency (%) |
| 185.962 | 1 | |
| 185.981 | 1 | |
| 186.0275385 | 1 | |
| 186.054 | 1 | |
| 186.0740769 | 1 | |
| 186.083 | 1 | |
| 186.1206154 | 1 | |
| 186.1671538 | 1 | |
| 186.2136923 | 1 | |
| 186.2602308 | 1 |
| Value | Count | Frequency (%) |
| 371.593 | 1 | |
| 371.592 | 1 | |
| 371.59 | 1 | |
| 371.587 | 1 | |
| 371.573 | 1 | |
| 371.572 | 1 | |
| 371.568 | 1 | |
| 371.565 | 1 | |
| 371.557 | 1 | |
| 371.556 | 1 |
Flotation Column 01 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 299573 |
|---|---|
| Distinct (%) | 40.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 520.1684 |
| Minimum | 149.218 |
|---|---|
| Maximum | 862.274 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 149.218 |
|---|---|
| 5-th percentile | 385.444 |
| Q1 | 416.902 |
| median | 491.749 |
| Q3 | 594.09775 |
| 95-th percentile | 811.22026 |
| Maximum | 862.274 |
| Range | 713.056 |
| Interquartile range (IQR) | 177.19575 |
Descriptive statistics
| Standard deviation | 131.08582 |
|---|---|
| Coefficient of variation (CV) | 0.2520065 |
| Kurtosis | 0.4687756 |
| Mean | 520.1684 |
| Median Absolute Deviation (MAD) | 84.246 |
| Skewness | 0.98495022 |
| Sum | 3.8299063 × 108 |
| Variance | 17183.492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 452.441 | 1013 | 0.1% |
| 444.934 | 900 | 0.1% |
| 405.896 | 895 | 0.1% |
| 448.938 | 804 | 0.1% |
| 510.999 | 803 | 0.1% |
| 456.445 | 769 | 0.1% |
| 495.483 | 629 | 0.1% |
| 409.9 | 616 | 0.1% |
| 397.888 | 609 | 0.1% |
| 402.393 | 584 | 0.1% |
| Other values (299563) | 728660 |
| Value | Count | Frequency (%) |
| 149.218 | 1 | |
| 149.293 | 1 | |
| 149.322 | 1 | |
| 149.3868 | 1 | |
| 149.441 | 1 | |
| 149.4516 | 1 | |
| 149.492 | 1 | |
| 149.498 | 1 | |
| 149.5164 | 1 | |
| 149.581 | 1 |
| Value | Count | Frequency (%) |
| 862.274 | 1 | |
| 862.272 | 1 | |
| 862.243 | 1 | |
| 862.229 | 1 | |
| 862.2204662 | 1 | |
| 862.1979323 | 1 | |
| 862.196 | 1 | |
| 862.1909118 | 1 | |
| 862.186 | 1 | |
| 862.1753985 | 1 |
Flotation Column 02 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 331189 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 522.55528 |
| Minimum | 210.752 |
|---|---|
| Maximum | 828.919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 210.752 |
|---|---|
| 5-th percentile | 373.3411 |
| Q1 | 441.83525 |
| median | 495.8535 |
| Q3 | 595.293 |
| 95-th percentile | 803.54024 |
| Maximum | 828.919 |
| Range | 618.167 |
| Interquartile range (IQR) | 153.45775 |
Descriptive statistics
| Standard deviation | 128.21623 |
|---|---|
| Coefficient of variation (CV) | 0.24536396 |
| Kurtosis | 0.28256373 |
| Mean | 522.55528 |
| Median Absolute Deviation (MAD) | 67.7705 |
| Skewness | 0.74755593 |
| Sum | 3.8474805 × 108 |
| Variance | 16439.402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450.293 | 385 | 0.1% |
| 446.895 | 350 | < 0.1% |
| 455.391 | 283 | < 0.1% |
| 500.703 | 279 | < 0.1% |
| 709.707 | 266 | < 0.1% |
| 502.969 | 264 | < 0.1% |
| 451.426 | 260 | < 0.1% |
| 504.668 | 252 | < 0.1% |
| 498.438 | 251 | < 0.1% |
| 497.305 | 243 | < 0.1% |
| Other values (331179) | 733449 |
| Value | Count | Frequency (%) |
| 210.752 | 1 | |
| 210.76 | 1 | |
| 210.768 | 1 | |
| 210.77 | 1 | |
| 210.986 | 1 | |
| 210.991 | 1 | |
| 211.029 | 1 | |
| 211.04 | 1 | |
| 211.07 | 1 | |
| 211.086 | 1 |
| Value | Count | Frequency (%) |
| 828.919 | 1 | |
| 828.903 | 1 | |
| 828.894 | 1 | |
| 828.87 | 1 | |
| 828.847 | 1 | |
| 828.833 | 1 | |
| 828.826 | 1 | |
| 828.82 | 1 | |
| 828.79 | 1 | |
| 828.778 | 1 |
Flotation Column 03 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 322315 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 531.28379 |
| Minimum | 126.255 |
|---|---|
| Maximum | 886.822 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 126.255 |
|---|---|
| 5-th percentile | 385.00405 |
| Q1 | 411.256 |
| median | 494.184 |
| Q3 | 601.299 |
| 95-th percentile | 867.71007 |
| Maximum | 886.822 |
| Range | 760.567 |
| Interquartile range (IQR) | 190.043 |
Descriptive statistics
| Standard deviation | 150.93186 |
|---|---|
| Coefficient of variation (CV) | 0.28408897 |
| Kurtosis | 0.2542518 |
| Mean | 531.28379 |
| Median Absolute Deviation (MAD) | 93.002 |
| Skewness | 0.82189592 |
| Sum | 3.9117469 × 108 |
| Variance | 22780.428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 399.807 | 843 | 0.1% |
| 400.886 | 842 | 0.1% |
| 396.57 | 492 | 0.1% |
| 447.827 | 483 | 0.1% |
| 395.491 | 476 | 0.1% |
| 404.663 | 436 | 0.1% |
| 451.064 | 431 | 0.1% |
| 391.714 | 421 | 0.1% |
| 455.92 | 394 | 0.1% |
| 451.604 | 390 | 0.1% |
| Other values (322305) | 731074 |
| Value | Count | Frequency (%) |
| 126.255 | 1 | |
| 126.256 | 1 | |
| 126.3040156 | 1 | |
| 126.334 | 1 | |
| 126.3520312 | 1 | |
| 126.353 | 1 | |
| 126.4000469 | 1 | |
| 126.4480625 | 1 | |
| 126.4960781 | 1 | |
| 126.5440938 | 1 |
| Value | Count | Frequency (%) |
| 886.822 | 1 | |
| 886.8202041 | 1 | |
| 886.8185 | 1 | |
| 886.8184082 | 1 | |
| 886.8166122 | 1 | |
| 886.815 | 1 | |
| 886.8148163 | 1 | |
| 886.8130204 | 1 | |
| 886.8115 | 1 | |
| 886.8112245 | 1 |
Flotation Column 04 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 309264 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 420.16975 |
| Minimum | 162.201 |
|---|---|
| Maximum | 680.359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 162.201 |
|---|---|
| 5-th percentile | 284.63 |
| Q1 | 356.627 |
| median | 411.7705 |
| Q3 | 485.285 |
| 95-th percentile | 580.36089 |
| Maximum | 680.359 |
| Range | 518.158 |
| Interquartile range (IQR) | 128.658 |
Descriptive statistics
| Standard deviation | 91.755819 |
|---|---|
| Coefficient of variation (CV) | 0.21837797 |
| Kurtosis | 0.34508403 |
| Mean | 420.16975 |
| Median Absolute Deviation (MAD) | 61.389 |
| Skewness | 0.10004193 |
| Sum | 3.0936343 × 108 |
| Variance | 8419.1304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 367.188 | 341 | < 0.1% |
| 405.469 | 267 | < 0.1% |
| 302.344 | 238 | < 0.1% |
| 348.047 | 140 | < 0.1% |
| 344.141 | 129 | < 0.1% |
| 354.688 | 124 | < 0.1% |
| 360.547 | 122 | < 0.1% |
| 353.906 | 119 | < 0.1% |
| 362.5 | 118 | < 0.1% |
| 526.172 | 118 | < 0.1% |
| Other values (309254) | 734566 |
| Value | Count | Frequency (%) |
| 162.201 | 1 | |
| 162.218 | 1 | |
| 162.226 | 1 | |
| 162.251 | 1 | |
| 162.265 | 1 | |
| 162.266 | 1 | |
| 162.288 | 1 | |
| 162.2931854 | 1 | |
| 162.301 | 1 | |
| 162.3016667 | 1 |
| Value | Count | Frequency (%) |
| 680.359 | 1 | |
| 680.34 | 1 | |
| 680.274 | 1 | |
| 680.222 | 1 | |
| 680.187 | 1 | |
| 680.186 | 1 | |
| 680.107 | 1 | |
| 680.096 | 1 | |
| 680.08 | 1 | |
| 680.078 | 1 |
Flotation Column 05 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 276051 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 425.09453 |
| Minimum | 166.991 |
|---|---|
| Maximum | 675.644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 166.991 |
|---|---|
| 5-th percentile | 324.794 |
| Q1 | 357.59525 |
| median | 408.65 |
| Q3 | 484.008 |
| 95-th percentile | 589.71995 |
| Maximum | 675.644 |
| Range | 508.653 |
| Interquartile range (IQR) | 126.41275 |
Descriptive statistics
| Standard deviation | 84.47917 |
|---|---|
| Coefficient of variation (CV) | 0.19873031 |
| Kurtosis | 0.42796086 |
| Mean | 425.09453 |
| Median Absolute Deviation (MAD) | 56.758 |
| Skewness | 0.57739822 |
| Sum | 3.1298945 × 108 |
| Variance | 7136.7301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 392.707 | 626 | 0.1% |
| 411.984 | 404 | 0.1% |
| 397.664 | 368 | < 0.1% |
| 350.848 | 323 | < 0.1% |
| 347.543 | 303 | < 0.1% |
| 351.949 | 299 | < 0.1% |
| 342.586 | 298 | < 0.1% |
| 346.441 | 284 | < 0.1% |
| 352.5 | 282 | < 0.1% |
| 345.34 | 281 | < 0.1% |
| Other values (276041) | 732814 |
| Value | Count | Frequency (%) |
| 166.991 | 1 | |
| 166.999 | 1 | |
| 167.01 | 1 | |
| 167.049 | 1 | |
| 167.114 | 1 | |
| 167.12254 | 1 | |
| 167.13108 | 1 | |
| 167.13962 | 1 | |
| 167.14816 | 1 | |
| 167.1567 | 1 |
| Value | Count | Frequency (%) |
| 675.644 | 1 | |
| 675.626 | 1 | |
| 675.625 | 1 | |
| 675.607 | 1 | |
| 675.604 | 1 | |
| 675.586 | 2 | |
| 675.571459 | 1 | |
| 675.5579447 | 1 | |
| 675.538918 | 1 | |
| 675.538 | 1 |
Flotation Column 06 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 301502 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 429.88952 |
| Minimum | 155.841 |
|---|---|
| Maximum | 698.861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 155.841 |
|---|---|
| 5-th percentile | 302.598 |
| Q1 | 358.438 |
| median | 424.427 |
| Q3 | 492.773 |
| 95-th percentile | 598.284 |
| Maximum | 698.861 |
| Range | 543.02 |
| Interquartile range (IQR) | 134.335 |
Descriptive statistics
| Standard deviation | 89.919586 |
|---|---|
| Coefficient of variation (CV) | 0.20916906 |
| Kurtosis | 0.1536549 |
| Mean | 429.88952 |
| Median Absolute Deviation (MAD) | 66.973 |
| Skewness | 0.40360106 |
| Sum | 3.1651991 × 108 |
| Variance | 8085.5319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 502.373 | 269 | < 0.1% |
| 353.397 | 259 | < 0.1% |
| 636.787 | 256 | < 0.1% |
| 339.396 | 246 | < 0.1% |
| 354.517 | 239 | < 0.1% |
| 507.413 | 213 | < 0.1% |
| 349.477 | 213 | < 0.1% |
| 497.892 | 197 | < 0.1% |
| 501.252 | 196 | < 0.1% |
| 449.167 | 195 | < 0.1% |
| Other values (301492) | 733999 |
| Value | Count | Frequency (%) |
| 155.841 | 1 | |
| 156.004 | 1 | |
| 156.267 | 1 | |
| 156.451 | 1 | |
| 156.561 | 1 | |
| 156.605 | 1 | |
| 156.663 | 1 | |
| 156.697 | 1 | |
| 156.76 | 1 | |
| 156.816 | 1 |
| Value | Count | Frequency (%) |
| 698.861 | 2 | |
| 698.853 | 1 | |
| 698.816 | 1 | |
| 698.814 | 1 | |
| 698.805 | 1 | |
| 698.799 | 1 | |
| 698.765 | 1 | |
| 698.764 | 1 | |
| 698.693 | 1 | |
| 698.684 | 1 |
Flotation Column 07 Level
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 295667 |
|---|---|
| Distinct (%) | 40.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 420.91026 |
| Minimum | 175.349 |
|---|---|
| Maximum | 659.902 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 175.349 |
|---|---|
| 5-th percentile | 305.091 |
| Q1 | 356.70525 |
| median | 410.94 |
| Q3 | 476.145 |
| 95-th percentile | 580.03387 |
| Maximum | 659.902 |
| Range | 484.553 |
| Interquartile range (IQR) | 119.43975 |
Descriptive statistics
| Standard deviation | 84.899167 |
|---|---|
| Coefficient of variation (CV) | 0.20170373 |
| Kurtosis | 0.12826587 |
| Mean | 420.91026 |
| Median Absolute Deviation (MAD) | 57.678 |
| Skewness | 0.35024022 |
| Sum | 3.0990865 × 108 |
| Variance | 7207.8686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 347.056 | 421 | 0.1% |
| 355.332 | 373 | 0.1% |
| 390.093 | 362 | < 0.1% |
| 438.647 | 352 | < 0.1% |
| 394.507 | 348 | < 0.1% |
| 342.642 | 313 | < 0.1% |
| 432.578 | 312 | < 0.1% |
| 398.369 | 311 | < 0.1% |
| 359.746 | 306 | < 0.1% |
| 351.47 | 288 | < 0.1% |
| Other values (295657) | 732896 |
| Value | Count | Frequency (%) |
| 175.349 | 1 | |
| 175.377 | 1 | |
| 175.439 | 1 | |
| 175.46 | 1 | |
| 175.483 | 1 | |
| 175.617 | 1 | |
| 175.668 | 1 | |
| 175.686 | 1 | |
| 175.695 | 1 | |
| 175.83 | 1 |
| Value | Count | Frequency (%) |
| 659.902 | 1 | |
| 659.9 | 1 | |
| 659.883 | 1 | |
| 659.772 | 1 | |
| 659.768 | 1 | |
| 659.739 | 1 | |
| 659.7 | 1 | |
| 659.698 | 1 | |
| 659.695 | 1 | |
| 659.6583478 | 1 |
% Iron Concentrate
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 38696 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.049096 |
| Minimum | 62.05 |
|---|---|
| Maximum | 68.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 62.05 |
|---|---|
| 5-th percentile | 62.869918 |
| Q1 | 64.37 |
| median | 65.21 |
| Q3 | 65.86 |
| 95-th percentile | 66.61 |
| Maximum | 68.01 |
| Range | 5.96 |
| Interquartile range (IQR) | 1.49 |
Descriptive statistics
| Standard deviation | 1.1187214 |
|---|---|
| Coefficient of variation (CV) | 0.017198108 |
| Kurtosis | -0.19172467 |
| Mean | 65.049096 |
| Median Absolute Deviation (MAD) | 0.73 |
| Skewness | -0.52142922 |
| Sum | 47894479 |
| Variance | 1.2515376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65.44 | 16920 | 2.3% |
| 65.26 | 8460 | 1.1% |
| 64.03 | 7741 | 1.1% |
| 65.28 | 6120 | 0.8% |
| 64.99 | 5580 | 0.8% |
| 64.73 | 5580 | 0.8% |
| 66.47 | 5400 | 0.7% |
| 66.33 | 5220 | 0.7% |
| 64.72 | 5040 | 0.7% |
| 65.21 | 4860 | 0.7% |
| Other values (38686) | 665361 |
| Value | Count | Frequency (%) |
| 62.05 | 360 | |
| 62.05221914 | 1 | < 0.1% |
| 62.05368421 | 1 | < 0.1% |
| 62.05443828 | 1 | < 0.1% |
| 62.05501385 | 1 | < 0.1% |
| 62.05665742 | 1 | < 0.1% |
| 62.05736842 | 1 | < 0.1% |
| 62.05887656 | 1 | < 0.1% |
| 62.0600277 | 1 | < 0.1% |
| 62.06105263 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 68.01 | 180 | < 0.1% |
| 67.99 | 180 | < 0.1% |
| 67.67 | 180 | < 0.1% |
| 67.66 | 180 | < 0.1% |
| 67.63 | 180 | < 0.1% |
| 67.62 | 180 | < 0.1% |
| 67.6 | 180 | < 0.1% |
| 67.45 | 180 | < 0.1% |
| 67.44 | 720 | |
| 67.39 | 180 | < 0.1% |
% Silica Concentrate
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 55569 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3272696 |
| Minimum | 0.6 |
|---|---|
| Maximum | 5.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.08 |
| Q1 | 1.44 |
| median | 2 |
| Q3 | 3.01 |
| 95-th percentile | 4.73 |
| Maximum | 5.53 |
| Range | 4.93 |
| Interquartile range (IQR) | 1.57 |
Descriptive statistics
| Standard deviation | 1.125616 |
|---|---|
| Coefficient of variation (CV) | 0.48366379 |
| Kurtosis | -0.0083134949 |
| Mean | 2.3272696 |
| Median Absolute Deviation (MAD) | 0.66 |
| Skewness | 0.97006166 |
| Sum | 1713526.7 |
| Variance | 1.2670115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.08 | 17100 | 2.3% |
| 1.19 | 10080 | 1.4% |
| 3.11 | 8460 | 1.1% |
| 1.34 | 6840 | 0.9% |
| 1.68 | 6300 | 0.9% |
| 1.9 | 5940 | 0.8% |
| 1.33 | 5940 | 0.8% |
| 1.32 | 5400 | 0.7% |
| 1.21 | 5400 | 0.7% |
| 1.01 | 5400 | 0.7% |
| Other values (55559) | 659422 |
| Value | Count | Frequency (%) |
| 0.6 | 180 | < 0.1% |
| 0.66 | 540 | |
| 0.74 | 180 | < 0.1% |
| 0.75 | 180 | < 0.1% |
| 0.77 | 180 | < 0.1% |
| 0.84 | 540 | |
| 0.85 | 360 | |
| 0.86 | 540 | |
| 0.87 | 180 | < 0.1% |
| 0.88 | 180 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.53 | 540 | |
| 5.529796673 | 1 | < 0.1% |
| 5.529593346 | 1 | < 0.1% |
| 5.529390019 | 1 | < 0.1% |
| 5.529186691 | 1 | < 0.1% |
| 5.529035392 | 1 | < 0.1% |
| 5.528983364 | 1 | < 0.1% |
| 5.528780037 | 1 | < 0.1% |
| 5.52857671 | 1 | < 0.1% |
| 5.528373383 | 1 | < 0.1% |
original_order
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 736282 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 368559.3 |
| Minimum | 0 |
|---|---|
| Maximum | 737452 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36815.05 |
| Q1 | 184071.25 |
| median | 368146.5 |
| Q3 | 553381.75 |
| 95-th percentile | 700637.95 |
| Maximum | 737452 |
| Range | 737452 |
| Interquartile range (IQR) | 369310.5 |
Descriptive statistics
| Standard deviation | 213009.73 |
|---|---|
| Coefficient of variation (CV) | 0.57795238 |
| Kurtosis | -1.2015019 |
| Mean | 368559.3 |
| Median Absolute Deviation (MAD) | 184655.5 |
| Skewness | 0.0021362863 |
| Sum | 2.7136358 × 1011 |
| Variance | 4.5373145 × 1010 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 492003 | 1 | < 0.1% |
| 491983 | 1 | < 0.1% |
| 491984 | 1 | < 0.1% |
| 491985 | 1 | < 0.1% |
| 491986 | 1 | < 0.1% |
| 491987 | 1 | < 0.1% |
| 491988 | 1 | < 0.1% |
| 491989 | 1 | < 0.1% |
| 491990 | 1 | < 0.1% |
| Other values (736272) | 736272 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 737452 | 1 | |
| 737451 | 1 | |
| 737450 | 1 | |
| 737449 | 1 | |
| 737448 | 1 | |
| 737447 | 1 | |
| 737446 | 1 | |
| 737445 | 1 | |
| 737444 | 1 | |
| 737443 | 1 |
date_corrigida
Date
UNIQUE 
| Distinct | 736282 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 MiB |
| Minimum | 2017-03-10 01:00:00 |
|---|---|
| Maximum | 2017-09-09 23:59:40 |
| % Iron Concentrate | % Iron Feed | % Silica Concentrate | % Silica Feed | Amina Flow | Flotation Column 01 Air Flow | Flotation Column 01 Level | Flotation Column 02 Air Flow | Flotation Column 02 Level | Flotation Column 03 Air Flow | Flotation Column 03 Level | Flotation Column 04 Air Flow | Flotation Column 04 Level | Flotation Column 05 Air Flow | Flotation Column 05 Level | Flotation Column 06 Air Flow | Flotation Column 06 Level | Flotation Column 07 Air Flow | Flotation Column 07 Level | Ore Pulp Density | Ore Pulp Flow | Ore Pulp pH | Starch Flow | original_order | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| % Iron Concentrate | 1.000 | 0.061 | -0.777 | -0.049 | -0.116 | 0.073 | 0.014 | 0.042 | -0.018 | 0.075 | -0.004 | -0.048 | 0.161 | 0.075 | 0.183 | -0.030 | 0.107 | -0.009 | 0.157 | 0.013 | 0.070 | 0.199 | 0.076 | -0.045 |
| % Iron Feed | 0.061 | 1.000 | -0.072 | -0.985 | -0.085 | -0.080 | 0.047 | -0.177 | 0.023 | -0.067 | 0.044 | -0.116 | 0.038 | 0.139 | 0.046 | -0.054 | 0.034 | -0.029 | 0.055 | -0.131 | 0.123 | 0.026 | 0.045 | -0.250 |
| % Silica Concentrate | -0.777 | -0.072 | 1.000 | 0.080 | 0.206 | -0.181 | -0.034 | -0.152 | -0.004 | -0.180 | -0.022 | -0.015 | -0.180 | -0.010 | -0.191 | -0.037 | -0.129 | -0.053 | -0.160 | 0.086 | 0.009 | -0.150 | -0.070 | -0.113 |
| % Silica Feed | -0.049 | -0.985 | 0.080 | 1.000 | 0.089 | 0.062 | -0.036 | 0.159 | -0.023 | 0.047 | -0.038 | 0.098 | -0.051 | -0.127 | -0.060 | 0.048 | -0.039 | 0.022 | -0.067 | 0.144 | -0.117 | -0.026 | -0.043 | 0.206 |
| Amina Flow | -0.116 | -0.085 | 0.206 | 0.089 | 1.000 | 0.078 | -0.251 | 0.099 | -0.232 | 0.076 | -0.277 | 0.009 | -0.162 | -0.028 | -0.174 | 0.077 | -0.156 | 0.049 | -0.145 | 0.581 | 0.188 | 0.096 | 0.215 | 0.051 |
| Flotation Column 01 Air Flow | 0.073 | -0.080 | -0.181 | 0.062 | 0.078 | 1.000 | -0.310 | 0.623 | -0.264 | 0.665 | -0.282 | 0.390 | -0.029 | -0.131 | -0.054 | 0.504 | -0.058 | 0.471 | -0.076 | -0.096 | -0.104 | 0.129 | 0.133 | 0.486 |
| Flotation Column 01 Level | 0.014 | 0.047 | -0.034 | -0.036 | -0.251 | -0.310 | 1.000 | -0.308 | 0.694 | -0.285 | 0.754 | -0.227 | 0.305 | 0.135 | 0.348 | -0.314 | 0.334 | -0.300 | 0.331 | 0.004 | -0.021 | -0.129 | -0.259 | -0.327 |
| Flotation Column 02 Air Flow | 0.042 | -0.177 | -0.152 | 0.159 | 0.099 | 0.623 | -0.308 | 1.000 | -0.287 | 0.623 | -0.282 | 0.351 | -0.043 | -0.111 | -0.072 | 0.445 | -0.070 | 0.432 | -0.077 | -0.051 | -0.090 | 0.124 | 0.144 | 0.482 |
| Flotation Column 02 Level | -0.018 | 0.023 | -0.004 | -0.023 | -0.232 | -0.264 | 0.694 | -0.287 | 1.000 | -0.233 | 0.664 | -0.187 | 0.243 | 0.118 | 0.288 | -0.250 | 0.309 | -0.258 | 0.262 | -0.008 | -0.054 | -0.152 | -0.258 | -0.189 |
| Flotation Column 03 Air Flow | 0.075 | -0.067 | -0.180 | 0.047 | 0.076 | 0.665 | -0.285 | 0.623 | -0.233 | 1.000 | -0.255 | 0.388 | -0.017 | -0.138 | -0.033 | 0.488 | -0.048 | 0.474 | -0.048 | -0.107 | -0.101 | 0.164 | 0.136 | 0.504 |
| Flotation Column 03 Level | -0.004 | 0.044 | -0.022 | -0.038 | -0.277 | -0.282 | 0.754 | -0.282 | 0.664 | -0.255 | 1.000 | -0.169 | 0.277 | 0.128 | 0.330 | -0.323 | 0.313 | -0.288 | 0.290 | -0.038 | -0.050 | -0.125 | -0.283 | -0.290 |
| Flotation Column 04 Air Flow | -0.048 | -0.116 | -0.015 | 0.098 | 0.009 | 0.390 | -0.227 | 0.351 | -0.187 | 0.388 | -0.169 | 1.000 | -0.160 | -0.210 | -0.187 | 0.389 | -0.211 | 0.426 | -0.184 | -0.139 | -0.091 | 0.163 | 0.089 | 0.338 |
| Flotation Column 04 Level | 0.161 | 0.038 | -0.180 | -0.051 | -0.162 | -0.029 | 0.305 | -0.043 | 0.243 | -0.017 | 0.277 | -0.160 | 1.000 | -0.002 | 0.766 | -0.202 | 0.592 | -0.176 | 0.685 | -0.047 | 0.001 | 0.043 | -0.002 | 0.001 |
| Flotation Column 05 Air Flow | 0.075 | 0.139 | -0.010 | -0.127 | -0.028 | -0.131 | 0.135 | -0.111 | 0.118 | -0.138 | 0.128 | -0.210 | -0.002 | 1.000 | 0.026 | -0.157 | 0.026 | -0.170 | 0.040 | 0.076 | 0.120 | -0.134 | -0.077 | -0.365 |
| Flotation Column 05 Level | 0.183 | 0.046 | -0.191 | -0.060 | -0.174 | -0.054 | 0.348 | -0.072 | 0.288 | -0.033 | 0.330 | -0.187 | 0.766 | 0.026 | 1.000 | -0.248 | 0.647 | -0.210 | 0.770 | -0.055 | 0.017 | 0.026 | -0.029 | -0.045 |
| Flotation Column 06 Air Flow | -0.030 | -0.054 | -0.037 | 0.048 | 0.077 | 0.504 | -0.314 | 0.445 | -0.250 | 0.488 | -0.323 | 0.389 | -0.202 | -0.157 | -0.248 | 1.000 | -0.240 | 0.637 | -0.252 | -0.121 | -0.106 | 0.123 | 0.199 | 0.508 |
| Flotation Column 06 Level | 0.107 | 0.034 | -0.129 | -0.039 | -0.156 | -0.058 | 0.334 | -0.070 | 0.309 | -0.048 | 0.313 | -0.211 | 0.592 | 0.026 | 0.647 | -0.240 | 1.000 | -0.220 | 0.674 | -0.034 | -0.006 | -0.053 | -0.039 | -0.017 |
| Flotation Column 07 Air Flow | -0.009 | -0.029 | -0.053 | 0.022 | 0.049 | 0.471 | -0.300 | 0.432 | -0.258 | 0.474 | -0.288 | 0.426 | -0.176 | -0.170 | -0.210 | 0.637 | -0.220 | 1.000 | -0.229 | -0.131 | -0.088 | 0.161 | 0.180 | 0.451 |
| Flotation Column 07 Level | 0.157 | 0.055 | -0.160 | -0.067 | -0.145 | -0.076 | 0.331 | -0.077 | 0.262 | -0.048 | 0.290 | -0.184 | 0.685 | 0.040 | 0.770 | -0.252 | 0.674 | -0.229 | 1.000 | -0.032 | 0.017 | 0.025 | -0.025 | -0.059 |
| Ore Pulp Density | 0.013 | -0.131 | 0.086 | 0.144 | 0.581 | -0.096 | 0.004 | -0.051 | -0.008 | -0.107 | -0.038 | -0.139 | -0.047 | 0.076 | -0.055 | -0.121 | -0.034 | -0.131 | -0.032 | 1.000 | 0.029 | 0.049 | 0.131 | -0.121 |
| Ore Pulp Flow | 0.070 | 0.123 | 0.009 | -0.117 | 0.188 | -0.104 | -0.021 | -0.090 | -0.054 | -0.101 | -0.050 | -0.091 | 0.001 | 0.120 | 0.017 | -0.106 | -0.006 | -0.088 | 0.017 | 0.029 | 1.000 | 0.067 | 0.055 | -0.288 |
| Ore Pulp pH | 0.199 | 0.026 | -0.150 | -0.026 | 0.096 | 0.129 | -0.129 | 0.124 | -0.152 | 0.164 | -0.125 | 0.163 | 0.043 | -0.134 | 0.026 | 0.123 | -0.053 | 0.161 | 0.025 | 0.049 | 0.067 | 1.000 | 0.304 | 0.098 |
| Starch Flow | 0.076 | 0.045 | -0.070 | -0.043 | 0.215 | 0.133 | -0.259 | 0.144 | -0.258 | 0.136 | -0.283 | 0.089 | -0.002 | -0.077 | -0.029 | 0.199 | -0.039 | 0.180 | -0.025 | 0.131 | 0.055 | 0.304 | 1.000 | 0.270 |
| original_order | -0.045 | -0.250 | -0.113 | 0.206 | 0.051 | 0.486 | -0.327 | 0.482 | -0.189 | 0.504 | -0.290 | 0.338 | 0.001 | -0.365 | -0.045 | 0.508 | -0.017 | 0.451 | -0.059 | -0.121 | -0.288 | 0.098 | 0.270 | 1.000 |
| date | % Iron Feed | % Silica Feed | Starch Flow | Amina Flow | Ore Pulp Flow | Ore Pulp pH | Ore Pulp Density | Flotation Column 01 Air Flow | Flotation Column 02 Air Flow | Flotation Column 03 Air Flow | Flotation Column 04 Air Flow | Flotation Column 05 Air Flow | Flotation Column 06 Air Flow | Flotation Column 07 Air Flow | Flotation Column 01 Level | Flotation Column 02 Level | Flotation Column 03 Level | Flotation Column 04 Level | Flotation Column 05 Level | Flotation Column 06 Level | Flotation Column 07 Level | % Iron Concentrate | % Silica Concentrate | original_order | date_corrigida | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3019.53 | 557.434 | 395.713 | 10.0664 | 1.74 | 249.214 | 253.235 | 250.576 | 295.096 | 306.4 | 250.225 | 250.884 | 457.396 | 432.962 | 424.954 | 443.558 | 502.255 | 446.370 | 523.344 | 66.91 | 1.31 | 0 | 2017-03-10 01:00:00 |
| 1 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3024.41 | 563.965 | 397.383 | 10.0672 | 1.74 | 249.719 | 250.532 | 250.862 | 295.096 | 306.4 | 250.137 | 248.994 | 451.891 | 429.560 | 432.939 | 448.086 | 496.363 | 445.922 | 498.075 | 66.91 | 1.31 | 1 | 2017-03-10 01:00:20 |
| 2 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3043.46 | 568.054 | 399.668 | 10.0680 | 1.74 | 249.741 | 247.874 | 250.313 | 295.096 | 306.4 | 251.345 | 248.071 | 451.240 | 468.927 | 434.610 | 449.688 | 484.411 | 447.826 | 458.567 | 66.91 | 1.31 | 2 | 2017-03-10 01:00:40 |
| 3 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3047.36 | 568.665 | 397.939 | 10.0689 | 1.74 | 249.917 | 254.487 | 250.049 | 295.096 | 306.4 | 250.422 | 251.147 | 452.441 | 458.165 | 442.865 | 446.210 | 471.411 | 437.690 | 427.669 | 66.91 | 1.31 | 3 | 2017-03-10 01:01:00 |
| 4 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3033.69 | 558.167 | 400.254 | 10.0697 | 1.74 | 250.203 | 252.136 | 249.895 | 295.096 | 306.4 | 249.983 | 248.928 | 452.441 | 452.900 | 450.523 | 453.670 | 462.598 | 443.682 | 425.679 | 66.91 | 1.31 | 4 | 2017-03-10 01:01:20 |
| 5 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3079.10 | 564.697 | 396.533 | 10.0705 | 1.74 | 250.730 | 248.906 | 249.521 | 295.096 | 306.4 | 250.356 | 251.873 | 444.384 | 443.269 | 460.449 | 439.920 | 451.588 | 433.539 | 425.458 | 66.91 | 1.31 | 5 | 2017-03-10 01:01:40 |
| 6 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3127.79 | 566.467 | 392.900 | 10.0713 | 1.74 | 250.313 | 252.202 | 249.082 | 295.096 | 306.4 | 250.950 | 253.477 | 446.185 | 444.571 | 452.306 | 431.328 | 443.548 | 444.575 | 431.251 | 66.91 | 1.31 | 6 | 2017-03-10 01:02:00 |
| 7 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3152.93 | 558.777 | 397.002 | 10.0722 | 1.74 | 249.895 | 253.630 | 249.258 | 295.096 | 306.4 | 249.456 | 253.345 | 445.985 | 461.341 | 461.640 | 442.067 | 441.730 | 461.770 | 449.679 | 66.91 | 1.31 | 7 | 2017-03-10 01:02:20 |
| 8 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3147.27 | 556.030 | 394.307 | 10.0730 | 1.74 | 250.137 | 251.104 | 248.774 | 295.096 | 306.4 | 248.577 | 250.884 | 446.686 | 478.385 | 459.103 | 455.074 | 439.798 | 457.738 | 455.915 | 66.91 | 1.31 | 8 | 2017-03-10 01:02:40 |
| 9 | 2017-03-10 01:00:00 | 55.2 | 16.98 | 3142.58 | 565.857 | 393.105 | 10.0738 | 1.74 | 249.653 | 252.202 | 248.203 | 295.096 | 306.4 | 248.511 | 248.137 | 445.685 | 478.779 | 460.665 | 457.225 | 453.236 | 449.898 | 455.750 | 66.91 | 1.31 | 9 | 2017-03-10 01:03:00 |
| date | % Iron Feed | % Silica Feed | Starch Flow | Amina Flow | Ore Pulp Flow | Ore Pulp pH | Ore Pulp Density | Flotation Column 01 Air Flow | Flotation Column 02 Air Flow | Flotation Column 03 Air Flow | Flotation Column 04 Air Flow | Flotation Column 05 Air Flow | Flotation Column 06 Air Flow | Flotation Column 07 Air Flow | Flotation Column 01 Level | Flotation Column 02 Level | Flotation Column 03 Level | Flotation Column 04 Level | Flotation Column 05 Level | Flotation Column 06 Level | Flotation Column 07 Level | % Iron Concentrate | % Silica Concentrate | original_order | date_corrigida | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 736272 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2795.80 | 446.450 | 387.180 | 9.61835 | 1.65435 | 301.596 | 307.766 | 301.969 | 301.904 | 302.867 | 361.386 | 309.516 | 399.599 | 531.841 | 881.265 | 418.022 | 483.985 | 331.105 | 355.202 | 64.27 | 1.71 | 737443 | 2017-09-09 23:56:40 |
| 736273 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2765.63 | 447.075 | 386.093 | 9.61894 | 1.65421 | 302.451 | 300.509 | 299.927 | 299.440 | 300.340 | 358.177 | 278.472 | 376.397 | 543.959 | 879.183 | 446.445 | 489.925 | 384.033 | 348.700 | 64.27 | 1.71 | 737444 | 2017-09-09 23:57:00 |
| 736274 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2735.63 | 462.036 | 383.337 | 9.61952 | 1.65407 | 302.344 | 298.306 | 299.703 | 298.857 | 299.941 | 343.017 | 294.930 | 387.791 | 554.852 | 862.431 | 442.184 | 490.475 | 417.519 | 360.781 | 64.27 | 1.71 | 737445 | 2017-09-09 23:57:20 |
| 736275 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2688.37 | 480.011 | 379.791 | 9.62011 | 1.65393 | 302.455 | 298.365 | 300.157 | 300.363 | 298.909 | 347.311 | 301.185 | 396.371 | 541.484 | 868.811 | 418.172 | 486.551 | 460.184 | 389.798 | 64.27 | 1.71 | 737446 | 2017-09-09 23:57:40 |
| 736276 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2693.32 | 466.423 | 381.963 | 9.62070 | 1.65379 | 302.452 | 299.195 | 299.801 | 300.258 | 297.517 | 360.081 | 307.440 | 392.843 | 496.011 | 880.325 | 413.396 | 483.884 | 492.137 | 410.299 | 64.27 | 1.71 | 737447 | 2017-09-09 23:58:00 |
| 736277 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2710.94 | 441.052 | 386.570 | 9.62129 | 1.65365 | 302.344 | 298.786 | 299.163 | 299.920 | 299.623 | 346.794 | 313.695 | 392.160 | 430.702 | 872.008 | 418.725 | 497.548 | 446.357 | 416.892 | 64.27 | 1.71 | 737448 | 2017-09-09 23:58:20 |
| 736278 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2692.01 | 473.436 | 384.939 | 9.62063 | 1.65352 | 303.013 | 301.879 | 299.487 | 299.710 | 300.465 | 330.023 | 236.700 | 401.505 | 404.616 | 864.409 | 418.377 | 506.398 | 372.995 | 426.337 | 64.27 | 1.71 | 737449 | 2017-09-09 23:58:40 |
| 736279 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 2692.20 | 500.488 | 383.496 | 9.61874 | 1.65338 | 303.662 | 307.397 | 299.487 | 299.927 | 299.707 | 329.590 | 225.879 | 408.899 | 399.316 | 867.598 | 419.531 | 503.414 | 336.035 | 433.130 | 64.27 | 1.71 | 737450 | 2017-09-09 23:59:00 |
| 736280 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 1164.12 | 491.548 | 384.976 | 9.61686 | 1.65324 | 302.550 | 301.959 | 298.045 | 299.372 | 298.819 | 351.453 | 308.115 | 405.107 | 466.832 | 876.591 | 407.299 | 502.301 | 340.844 | 433.966 | 64.27 | 1.71 | 737451 | 2017-09-09 23:59:20 |
| 736281 | 2017-09-09 23:00:00 | 49.75 | 23.2 | 1164.12 | 468.019 | 384.801 | 9.61497 | 1.65310 | 300.355 | 292.865 | 298.625 | 298.717 | 297.395 | 362.464 | 308.115 | 413.754 | 514.143 | 881.323 | 378.969 | 500.100 | 374.354 | 441.182 | 64.27 | 1.71 | 737452 | 2017-09-09 23:59:40 |